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Exponential spectro-temporal modulation generation

Trevor Stavropoulos, Sittiprapa Isarangura, Eric C. Hoover, David A. Eddins, Aaron R. Seitz, Frederick J. Gallun

2021The Journal of the Acoustical Society of America11 citationsDOIOpen Access PDF

Abstract

Traditionally, real-time generation of spectro-temporally modulated noise has been performed on a linear amplitude scale, partially due to computational constraints. Experiments often require modulation that is sinusoidal on a logarithmic amplitude scale as a result of the many perceptual and physiological measures which scale linearly with exponential changes in the signal magnitude. A method is presented for computing exponential spectro-temporal modulation, showing that it can be expressed analytically as a sum over linearly offset sidebands with component amplitudes equal to the values of the modified Bessel function of the first kind. This approach greatly improves the efficiency and precision of stimulus generation over current methods, facilitating real-time generation for a broad range of carrier and envelope signals.

Topics & Concepts

LogarithmExponential functionAmplitudeAmplitude modulationBessel functionExponential growthOffset (computer science)Modulation (music)Frequency modulationComputer scienceMathematicsAcousticsPhysicsMathematical analysisOpticsTelecommunicationsBandwidth (computing)Programming languageBlind Source Separation TechniquesNeural dynamics and brain functionHearing Loss and Rehabilitation
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